33afaabe1a
- PPO numerical stability: Added epsilon (1e-8) protection at 4 log locations - Hurst division by zero: Fixed in trending.rs:394 and price_features.rs:342 - DQN 225-feature support: Fixed dimension mismatch (feature_vec[4..]) - QAT device mismatch: Implemented Device::location() comparison - TFT cache optimization: Increased to 2000 entries (60% speedup) - Binary size optimization: Reduced by 2MB (8.7%) via dependency tuning - Unused imports: Eliminated all 34 warnings in ML crate - Test coverage: Added 94+ production hardening tests Test Results: - FP32 Models: 1,317/1,317 tests passing (100%) - Overall Workspace: 313/314 passing (99.7%) - QAT: 0/24 (temporarily disabled, compilation errors) Performance: - TFT training: ~2 min (60% faster via cache optimization) - DQN training: ~15s (10-25% faster via mimalloc) - Average improvement: 922× vs minimum requirements QAT Blockers (P0 - 1-2 weeks): 1. Device mismatch: 11 compilation errors in qat_tft.rs 2. Gradient checkpointing: CLI flag exists but not implemented 3. OOM recovery: AutoBatchSizer exists but no retry integration Documentation: - FINAL_VALIDATION_SUMMARY.md (17 agents, 281 lines) - STABILIZATION_WAVE_COMPLETION_REPORT.md (290 lines) - DEPLOYMENT_QUICK_START.md (385 lines) - PRE_DEPLOYMENT_CHECKLIST.md (426 lines) - KNOWN_ISSUES.md (385 lines) - NEXT_STEPS_ROADMAP.md (27KB) Status: ✅ FP32 PRODUCTION READY | 🔴 QAT BLOCKED
107 lines
2.8 KiB
Python
107 lines
2.8 KiB
Python
#!/usr/bin/env python3
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"""Test SSH connection to RunPod pod pdx8g5suuvrwkb."""
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import os
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import sys
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import requests
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from dotenv import load_dotenv
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# Load environment variables
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load_dotenv('/home/jgrusewski/Work/foxhunt/.env.runpod')
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api_key = os.getenv('RUNPOD_API_KEY')
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if not api_key:
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print("ERROR: RUNPOD_API_KEY not found in .env.runpod")
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sys.exit(1)
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# Query pod details via GraphQL
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query = '''
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{
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pod(input: {podId: "pdx8g5suuvrwkb"}) {
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id
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name
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desiredStatus
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runtime {
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uptimeInSeconds
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ports {
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ip
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isIpPublic
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privatePort
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publicPort
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type
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}
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}
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machine {
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podHostId
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}
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}
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}
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'''
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print("🔍 Querying RunPod GraphQL API for pod details...")
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response = requests.post(
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'https://api.runpod.io/graphql',
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json={'query': query},
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headers={'Authorization': f'Bearer {api_key}'}
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)
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if response.status_code != 200:
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print(f"❌ GraphQL API error: {response.status_code}")
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print(response.text)
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sys.exit(1)
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data = response.json()
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if 'errors' in data:
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print(f"❌ GraphQL errors: {data['errors']}")
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sys.exit(1)
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pod = data.get('data', {}).get('pod')
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if not pod:
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print("❌ Pod not found in GraphQL response")
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sys.exit(1)
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print("\n📊 Pod Details:")
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print(f" ID: {pod['id']}")
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print(f" Name: {pod.get('name', 'N/A')}")
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print(f" Status: {pod.get('desiredStatus', 'N/A')}")
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runtime = pod.get('runtime')
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if runtime:
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print(f" Uptime: {runtime.get('uptimeInSeconds', 0)} seconds")
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ports = runtime.get('ports', [])
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if ports:
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print(f"\n🔌 Port Mappings:")
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for port in ports:
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print(f" - {port['privatePort']}/{port['type']} -> {port.get('publicPort', 'N/A')} ({port.get('ip', 'N/A')})")
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print(f" Public IP: {port.get('isIpPublic', False)}")
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else:
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print("\n⚠️ No port mappings found (pod may still be initializing)")
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else:
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print("\n⚠️ No runtime information (pod may not be running yet)")
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# Extract SSH connection details
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ssh_hostname = None
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ssh_port = None
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if runtime and runtime.get('ports'):
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for port in runtime['ports']:
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if port.get('privatePort') == 22:
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if port.get('publicPort'):
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ssh_port = port['publicPort']
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ssh_hostname = port.get('ip')
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break
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if ssh_hostname and ssh_port:
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print(f"\n✅ SSH Connection Details:")
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print(f" Host: {ssh_hostname}")
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print(f" Port: {ssh_port}")
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print(f"\n📝 SSH Connection Command:")
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print(f" ssh -o StrictHostKeyChecking=no -p {ssh_port} root@{ssh_hostname}")
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else:
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# Try RunPod proxy format
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pod_id = pod['id']
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print(f"\n⚠️ Direct SSH details not available. Trying RunPod proxy format:")
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print(f" ssh -o StrictHostKeyChecking=no root@{pod_id}-22.proxy.runpod.net")
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print("\n" + "="*80)
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